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awesome-public-datasets

A topic-centric list of HQ open datasets.

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

drl-zh

Deep Reinforcement Learning: Zero to Hero!

event-hubs-dotnet-import-from-sql

Simple cloud app that pulls incremental records from a SQL Azure table and pushes to event hub

gitignore

A collection of useful .gitignore templates

kafka-python

Python client for Apache Kafka

l1b3rt45

JAILBREAK PROMPTS FOR ALL MAJOR AI MODELS

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

manufacturingontologies

A reference solution for leveraging manufacturing ontologies.

matmulfreellm

Implementation for MatMul-free LM.

megadetector

MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml_python_2019

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nn-zero-to-hero

Neural Networks: Zero to Hero

phi-3cookbook

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.

plc_learning

Learning material for PLCs

python-patterns

A collection of design patterns/idioms in Python

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

torchtune

A Native-PyTorch Library for LLM Fine-tuning